Dataset statistics
| Number of variables | 45 |
|---|---|
| Number of observations | 790215 |
| Missing cells | 22102799 |
| Missing cells (%) | 62.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 271.3 MiB |
| Average record size in memory | 360.0 B |
Variable types
| Numeric | 39 |
|---|---|
| Unsupported | 1 |
| Categorical | 5 |
level_1 is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with level_1 | High correlation |
level_1 is highly correlated with ICULOS and 1 other fields | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with level_1 and 1 other fields | High correlation |
Sepsis is highly correlated with Hours | High correlation |
Hours is highly correlated with level_1 and 2 other fields | High correlation |
level_1 is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
pH is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with level_1 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
HR has 61189 (7.7%) missing values | Missing |
O2Sat has 95079 (12.0%) missing values | Missing |
Temp has 523314 (66.2%) missing values | Missing |
SBP has 120201 (15.2%) missing values | Missing |
MAP has 80858 (10.2%) missing values | Missing |
DBP has 380297 (48.1%) missing values | Missing |
Resp has 77258 (9.8%) missing values | Missing |
EtCO2 has 790215 (100.0%) missing values | Missing |
BaseExcess has 707834 (89.6%) missing values | Missing |
HCO3 has 726598 (91.9%) missing values | Missing |
FiO2 has 678060 (85.8%) missing values | Missing |
pH has 699600 (88.5%) missing values | Missing |
PaCO2 has 720927 (91.2%) missing values | Missing |
SaO2 has 751055 (95.0%) missing values | Missing |
AST has 778395 (98.5%) missing values | Missing |
BUN has 725739 (91.8%) missing values | Missing |
Alkalinephos has 778683 (98.5%) missing values | Missing |
Calcium has 750897 (95.0%) missing values | Missing |
Chloride has 724438 (91.7%) missing values | Missing |
Creatinine has 737728 (93.4%) missing values | Missing |
Bilirubin_direct has 789033 (99.9%) missing values | Missing |
Glucose has 693559 (87.8%) missing values | Missing |
Lactate has 763072 (96.6%) missing values | Missing |
Magnesium has 728734 (92.2%) missing values | Missing |
Phosphate has 750319 (95.0%) missing values | Missing |
Potassium has 704379 (89.1%) missing values | Missing |
Bilirubin_total has 780522 (98.8%) missing values | Missing |
TroponinI has 789250 (99.9%) missing values | Missing |
Hct has 697157 (88.2%) missing values | Missing |
Hgb has 720394 (91.2%) missing values | Missing |
PTT has 751909 (95.2%) missing values | Missing |
WBC has 730867 (92.5%) missing values | Missing |
Fibrinogen has 784185 (99.2%) missing values | Missing |
Platelets has 738716 (93.5%) missing values | Missing |
Unit1 has 386165 (48.9%) missing values | Missing |
Unit2 has 386165 (48.9%) missing values | Missing |
EtCO2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
level_1 has 20336 (2.6%) zeros | Zeros |
BaseExcess has 19355 (2.4%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 18:19:15.205593 |
|---|---|
| Analysis finished | 2021-11-29 18:21:09.485959 |
| Duration | 1 minute and 54.28 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
PatientID
Real number (ℝ≥0)
| Distinct | 20336 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10192.65256 |
| Minimum | 1 |
|---|---|
| Maximum | 20643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1019 |
| Q1 | 5074 |
| median | 10174 |
| Q3 | 15284 |
| 95-th percentile | 19325 |
| Maximum | 20643 |
| Range | 20642 |
| Interquartile range (IQR) | 10210 |
Descriptive statistics
| Standard deviation | 5893.668065 |
|---|---|
| Coefficient of variation (CV) | 0.5782271129 |
| Kurtosis | -1.198551555 |
| Mean | 10192.65256 |
| Median Absolute Deviation (MAD) | 5107 |
| Skewness | 0.002769282249 |
| Sum | 8054386946 |
| Variance | 34735323.26 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 3658 | 336 | < 0.1% |
| 4905 | 336 | < 0.1% |
| 8132 | 336 | < 0.1% |
| 16581 | 336 | < 0.1% |
| 18469 | 336 | < 0.1% |
| 18823 | 335 | < 0.1% |
| 14462 | 334 | < 0.1% |
| 5359 | 330 | < 0.1% |
| 6507 | 328 | < 0.1% |
| 16575 | 305 | < 0.1% |
| Other values (20326) | 786903 |
| Value | Count | Frequency (%) |
| 1 | 54 | < 0.1% |
| 2 | 23 | < 0.1% |
| 3 | 48 | < 0.1% |
| 4 | 29 | < 0.1% |
| 5 | 48 | < 0.1% |
| 6 | 17 | < 0.1% |
| 7 | 45 | < 0.1% |
| 8 | 40 | < 0.1% |
| 9 | 258 | |
| 10 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 20643 | 33 | < 0.1% |
| 20642 | 42 | < 0.1% |
| 20641 | 21 | < 0.1% |
| 20640 | 25 | < 0.1% |
| 20639 | 26 | < 0.1% |
| 20638 | 41 | < 0.1% |
| 20637 | 142 | |
| 20636 | 43 | < 0.1% |
| 20635 | 42 | < 0.1% |
| 20634 | 20 | < 0.1% |
| Distinct | 336 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.33244497 |
| Minimum | 0 |
|---|---|
| Maximum | 335 |
| Zeros | 20336 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 20 |
| Q3 | 33 |
| 95-th percentile | 60 |
| Maximum | 335 |
| Range | 335 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 27.95415975 |
|---|---|
| Coefficient of variation (CV) | 1.103492371 |
| Kurtosis | 23.91437157 |
| Mean | 25.33244497 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 3.999242411 |
| Sum | 20018078 |
| Variance | 781.4350476 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20336 | 2.6% |
| 1 | 20336 | 2.6% |
| 2 | 20336 | 2.6% |
| 3 | 20336 | 2.6% |
| 4 | 20336 | 2.6% |
| 5 | 20336 | 2.6% |
| 6 | 20336 | 2.6% |
| 7 | 20336 | 2.6% |
| 8 | 20212 | 2.6% |
| 9 | 20090 | 2.5% |
| Other values (326) | 587225 |
| Value | Count | Frequency (%) |
| 0 | 20336 | |
| 1 | 20336 | |
| 2 | 20336 | |
| 3 | 20336 | |
| 4 | 20336 | |
| 5 | 20336 | |
| 6 | 20336 | |
| 7 | 20336 | |
| 8 | 20212 | |
| 9 | 20090 |
| Value | Count | Frequency (%) |
| 335 | 5 | |
| 334 | 6 | |
| 333 | 7 | |
| 332 | 7 | |
| 331 | 7 | |
| 330 | 7 | |
| 329 | 8 | |
| 328 | 8 | |
| 327 | 9 | |
| 326 | 9 |
| Distinct | 333 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 61189 |
| Missing (%) | 7.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.98526445 |
| Minimum | 20 |
|---|---|
| Maximum | 280 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 73 |
| median | 84 |
| Q3 | 96 |
| 95-th percentile | 114 |
| Maximum | 280 |
| Range | 260 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.94043114 |
|---|---|
| Coefficient of variation (CV) | 0.1993337463 |
| Kurtosis | 0.4346089689 |
| Mean | 84.98526445 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.4188687253 |
| Sum | 61956467.4 |
| Variance | 286.9782073 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 24652 | 3.1% |
| 88 | 18653 | 2.4% |
| 90 | 17764 | 2.2% |
| 84 | 16391 | 2.1% |
| 82 | 16116 | 2.0% |
| 70 | 15905 | 2.0% |
| 87 | 15698 | 2.0% |
| 85 | 15629 | 2.0% |
| 81 | 15614 | 2.0% |
| 86 | 15224 | 1.9% |
| Other values (323) | 557380 | |
| (Missing) | 61189 | 7.7% |
| Value | Count | Frequency (%) |
| 20 | 12 | |
| 21 | 1 | < 0.1% |
| 22 | 4 | < 0.1% |
| 22.5 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 24 | 1 | < 0.1% |
| 25 | 5 | |
| 26 | 2 | < 0.1% |
| 26.5 | 2 | < 0.1% |
| 27 | 8 |
| Value | Count | Frequency (%) |
| 280 | 2 | |
| 265 | 1 | |
| 260 | 1 | |
| 223 | 1 | |
| 221 | 1 | |
| 219 | 1 | |
| 216 | 1 | |
| 210 | 1 | |
| 201 | 1 | |
| 200 | 1 |
| Distinct | 143 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 95079 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.26568772 |
| Minimum | 20 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 96 |
| median | 98 |
| Q3 | 99.5 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 80 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.908793658 |
|---|---|
| Coefficient of variation (CV) | 0.02990565045 |
| Kurtosis | 66.56344143 |
| Mean | 97.26568772 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -4.570024911 |
| Sum | 67612881.1 |
| Variance | 8.461080544 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 169879 | |
| 98 | 96045 | |
| 99 | 91092 | |
| 97 | 90633 | |
| 96 | 76519 | |
| 95 | 56184 | 7.1% |
| 94 | 35715 | 4.5% |
| 93 | 20942 | 2.7% |
| 92 | 11948 | 1.5% |
| 99.5 | 6384 | 0.8% |
| Other values (133) | 39795 | 5.0% |
| (Missing) | 95079 |
| Value | Count | Frequency (%) |
| 20 | 2 | < 0.1% |
| 21 | 2 | < 0.1% |
| 22 | 5 | |
| 23 | 2 | < 0.1% |
| 24 | 3 | |
| 25 | 4 | |
| 26 | 4 | |
| 27 | 7 | |
| 28 | 6 | |
| 29 | 3 |
| Value | Count | Frequency (%) |
| 100 | 169879 | |
| 99.5 | 6384 | 0.8% |
| 99.4 | 1 | < 0.1% |
| 99.2 | 1 | < 0.1% |
| 99 | 91092 | |
| 98.5 | 5478 | 0.7% |
| 98 | 96045 | |
| 97.5 | 4996 | 0.6% |
| 97 | 90633 | |
| 96.5 | 4043 | 0.5% |
| Distinct | 597 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 523314 |
| Missing (%) | 66.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.02673699 |
| Minimum | 20.9 |
|---|---|
| Maximum | 42.22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 20.9 |
|---|---|
| 5-th percentile | 35.78 |
| Q1 | 36.56 |
| median | 37.06 |
| Q3 | 37.55 |
| 95-th percentile | 38.22 |
| Maximum | 42.22 |
| Range | 21.32 |
| Interquartile range (IQR) | 0.99 |
Descriptive statistics
| Standard deviation | 0.7803170183 |
|---|---|
| Coefficient of variation (CV) | 0.02107442032 |
| Kurtosis | 4.554271772 |
| Mean | 37.02673699 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.4334477302 |
| Sum | 9882473.13 |
| Variance | 0.6088946491 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 11252 | 1.4% |
| 37.5 | 8618 | 1.1% |
| 36.67 | 7403 | 0.9% |
| 36.89 | 7061 | 0.9% |
| 37.4 | 5882 | 0.7% |
| 37.17 | 5740 | 0.7% |
| 37.3 | 5695 | 0.7% |
| 37.6 | 5678 | 0.7% |
| 36.56 | 5598 | 0.7% |
| 36.5 | 5417 | 0.7% |
| Other values (587) | 198557 | 25.1% |
| (Missing) | 523314 |
| Value | Count | Frequency (%) |
| 20.9 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 23.6 | 1 | < 0.1% |
| 26.6 | 1 | < 0.1% |
| 26.67 | 5 | |
| 27.9 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29.6 | 1 | < 0.1% |
| 29.61 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.22 | 1 | |
| 41.97 | 1 | |
| 41.92 | 1 | |
| 41.71 | 1 | |
| 41.64 | 2 | |
| 41.6 | 1 | |
| 41.54 | 1 | |
| 41.44 | 2 | |
| 41.31 | 1 | |
| 41.22 | 1 |
| Distinct | 762 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 120201 |
| Missing (%) | 15.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.9623595 |
| Minimum | 22 |
|---|---|
| Maximum | 281 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 91 |
| Q1 | 105 |
| median | 118.5 |
| Q3 | 134 |
| 95-th percentile | 160 |
| Maximum | 281 |
| Range | 259 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 21.52056743 |
|---|---|
| Coefficient of variation (CV) | 0.1779112736 |
| Kurtosis | 0.3503594755 |
| Mean | 120.9623595 |
| Median Absolute Deviation (MAD) | 14.5 |
| Skewness | 0.5511779107 |
| Sum | 81046474.31 |
| Variance | 463.1348226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 110 | 12042 | 1.5% |
| 112 | 11907 | 1.5% |
| 114 | 11790 | 1.5% |
| 113 | 11656 | 1.5% |
| 116 | 11518 | 1.5% |
| 111 | 11485 | 1.5% |
| 115 | 11463 | 1.5% |
| 109 | 11458 | 1.4% |
| 120 | 11381 | 1.4% |
| 108 | 11380 | 1.4% |
| Other values (752) | 553934 | |
| (Missing) | 120201 | 15.2% |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 23.5 | 1 | |
| 24 | 1 | |
| 25 | 1 | |
| 26 | 2 | |
| 27 | 1 | |
| 27.5 | 1 | |
| 28 | 2 | |
| 29 | 2 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 281 | 1 | |
| 274 | 1 | |
| 272.5 | 1 | |
| 272 | 1 | |
| 250 | 1 | |
| 247 | 1 | |
| 246 | 1 | |
| 245 | 2 | |
| 242 | 1 | |
| 241 | 1 |
| Distinct | 915 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 80858 |
| Missing (%) | 10.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.76734527 |
| Minimum | 20 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 58 |
| Q1 | 68 |
| median | 77 |
| Q3 | 87.33 |
| 95-th percentile | 105 |
| Maximum | 300 |
| Range | 280 |
| Interquartile range (IQR) | 19.33 |
Descriptive statistics
| Standard deviation | 15.044038 |
|---|---|
| Coefficient of variation (CV) | 0.1909933355 |
| Kurtosis | 6.753156317 |
| Mean | 78.76734527 |
| Median Absolute Deviation (MAD) | 9.17 |
| Skewness | 1.127452271 |
| Sum | 55874167.74 |
| Variance | 226.3230794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 72 | 16577 | 2.1% |
| 73 | 16395 | 2.1% |
| 75 | 16170 | 2.0% |
| 74 | 16085 | 2.0% |
| 71 | 16000 | 2.0% |
| 70 | 15852 | 2.0% |
| 76 | 15808 | 2.0% |
| 78 | 15573 | 2.0% |
| 69 | 15561 | 2.0% |
| 77 | 15519 | 2.0% |
| Other values (905) | 549817 | |
| (Missing) | 80858 | 10.2% |
| Value | Count | Frequency (%) |
| 20 | 20 | |
| 20.33 | 1 | < 0.1% |
| 20.5 | 2 | < 0.1% |
| 21 | 11 | |
| 21.33 | 2 | < 0.1% |
| 21.5 | 1 | < 0.1% |
| 22 | 20 | |
| 22.5 | 3 | < 0.1% |
| 23 | 14 | |
| 23.33 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 300 | 2 | |
| 298 | 3 | |
| 297 | 2 | |
| 295 | 4 | |
| 294 | 3 | |
| 293 | 3 | |
| 292 | 1 | < 0.1% |
| 291 | 2 | |
| 290 | 2 | |
| 289 | 1 | < 0.1% |
| Distinct | 398 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 380297 |
| Missing (%) | 48.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.98580936 |
| Minimum | 20 |
|---|---|
| Maximum | 298 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 42.5 |
| Q1 | 51 |
| median | 58.5 |
| Q3 | 67 |
| 95-th percentile | 82 |
| Maximum | 298 |
| Range | 278 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 12.57277085 |
|---|---|
| Coefficient of variation (CV) | 0.2095957525 |
| Kurtosis | 4.520557717 |
| Mean | 59.98580936 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 1.04032984 |
| Sum | 24589263 |
| Variance | 158.0745668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 13565 | 1.7% |
| 56 | 13440 | 1.7% |
| 53 | 13400 | 1.7% |
| 54 | 13392 | 1.7% |
| 57 | 13209 | 1.7% |
| 58 | 13006 | 1.6% |
| 52 | 12829 | 1.6% |
| 59 | 12755 | 1.6% |
| 60 | 12590 | 1.6% |
| 61 | 11963 | 1.5% |
| Other values (388) | 279769 | |
| (Missing) | 380297 |
| Value | Count | Frequency (%) |
| 20 | 18 | |
| 20.5 | 3 | < 0.1% |
| 21 | 14 | |
| 21.5 | 1 | < 0.1% |
| 22 | 21 | |
| 22.5 | 3 | < 0.1% |
| 23 | 33 | |
| 23.25 | 1 | < 0.1% |
| 23.5 | 2 | < 0.1% |
| 24 | 26 |
| Value | Count | Frequency (%) |
| 298 | 1 | |
| 287 | 1 | |
| 272 | 1 | |
| 269 | 1 | |
| 268 | 1 | |
| 267 | 1 | |
| 246 | 1 | |
| 232 | 1 | |
| 222 | 1 | |
| 221 | 1 |
| Distinct | 199 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 77258 |
| Missing (%) | 9.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.77345951 |
| Minimum | 1 |
|---|---|
| Maximum | 69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 15 |
| median | 18 |
| Q3 | 22 |
| 95-th percentile | 28 |
| Maximum | 69 |
| Range | 68 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.395749814 |
|---|---|
| Coefficient of variation (CV) | 0.2874137189 |
| Kurtosis | 1.934108904 |
| Mean | 18.77345951 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8725668118 |
| Sum | 13384669.37 |
| Variance | 29.11411605 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 59163 | 7.5% |
| 18 | 57179 | 7.2% |
| 20 | 50926 | 6.4% |
| 14 | 49161 | 6.2% |
| 17 | 47936 | 6.1% |
| 19 | 45006 | 5.7% |
| 15 | 42786 | 5.4% |
| 21 | 37284 | 4.7% |
| 22 | 35984 | 4.6% |
| 12 | 32012 | 4.1% |
| Other values (189) | 255520 | |
| (Missing) | 77258 | 9.8% |
| Value | Count | Frequency (%) |
| 1 | 19 | < 0.1% |
| 2 | 52 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 3 | 109 | |
| 3.5 | 4 | < 0.1% |
| 3.84 | 1 | < 0.1% |
| 4 | 166 | |
| 4.5 | 3 | < 0.1% |
| 5 | 247 | |
| 5.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 69 | 3 | < 0.1% |
| 67 | 7 | |
| 66 | 2 | < 0.1% |
| 65.5 | 1 | < 0.1% |
| 65 | 6 | |
| 64 | 6 | |
| 63 | 6 | |
| 62 | 3 | < 0.1% |
| 61 | 4 | < 0.1% |
| 60 | 14 |
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 707834 |
| Missing (%) | 89.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.6475370534 |
| Minimum | -32 |
|---|---|
| Maximum | 100 |
| Zeros | 19355 |
| Zeros (%) | 2.4% |
| Negative | 37745 |
| Negative (%) | 4.8% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | -32 |
|---|---|
| 5-th percentile | -7 |
| Q1 | -3 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 100 |
| Range | 132 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.286641188 |
|---|---|
| Coefficient of variation (CV) | -6.619916443 |
| Kurtosis | 7.696001434 |
| Mean | -0.6475370534 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.008423884272 |
| Sum | -53344.75 |
| Variance | 18.37529267 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19355 | 2.4% |
| -1 | 7859 | 1.0% |
| -2 | 6937 | 0.9% |
| 1 | 6100 | 0.8% |
| -3 | 5934 | 0.8% |
| 2 | 4863 | 0.6% |
| -4 | 4519 | 0.6% |
| 3 | 3959 | 0.5% |
| -5 | 3347 | 0.4% |
| 4 | 2847 | 0.4% |
| Other values (100) | 16661 | 2.1% |
| (Missing) | 707834 |
| Value | Count | Frequency (%) |
| -32 | 1 | < 0.1% |
| -30 | 1 | < 0.1% |
| -29 | 2 | < 0.1% |
| -28 | 5 | |
| -27 | 5 | |
| -26.5 | 2 | < 0.1% |
| -26 | 5 | |
| -25.5 | 1 | < 0.1% |
| -25 | 11 | |
| -24.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 49.5 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 26 | 3 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 8 | |
| 23 | 4 | < 0.1% |
| 22 | 10 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 726598 |
| Missing (%) | 91.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.09447553 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 22 |
| median | 24 |
| Q3 | 27 |
| 95-th percentile | 31 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.39619219 |
|---|---|
| Coefficient of variation (CV) | 0.1824564383 |
| Kurtosis | 2.118839042 |
| Mean | 24.09447553 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1518748194 |
| Sum | 1532818.25 |
| Variance | 19.32650577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 7092 | 0.9% |
| 25 | 6978 | 0.9% |
| 23 | 6670 | 0.8% |
| 26 | 5978 | 0.8% |
| 22 | 5536 | 0.7% |
| 27 | 4734 | 0.6% |
| 21 | 4161 | 0.5% |
| 28 | 3418 | 0.4% |
| 20 | 3253 | 0.4% |
| 29 | 2473 | 0.3% |
| Other values (64) | 13324 | 1.7% |
| (Missing) | 726598 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 5 | 13 | < 0.1% |
| 6 | 22 | < 0.1% |
| 7 | 30 | < 0.1% |
| 7.5 | 1 | < 0.1% |
| 8 | 56 | |
| 8.5 | 1 | < 0.1% |
| 9 | 58 | |
| 10 | 95 | |
| 10.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55 | 2 | < 0.1% |
| 53 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 50 | 4 | < 0.1% |
| 49 | 6 | < 0.1% |
| 48 | 3 | < 0.1% |
| 47 | 9 | < 0.1% |
| 46 | 10 | < 0.1% |
| 45 | 16 | |
| 44 | 25 |
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 678060 |
| Missing (%) | 85.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5262479604 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 81 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.35 |
| Q1 | 0.4 |
| median | 0.5 |
| Q3 | 0.55 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.15 |
Descriptive statistics
| Standard deviation | 0.1858691243 |
|---|---|
| Coefficient of variation (CV) | 0.3531968546 |
| Kurtosis | 74.55575063 |
| Mean | 0.5262479604 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 2.952150174 |
| Sum | 59021.34 |
| Variance | 0.03454733139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 39334 | 5.0% |
| 0.5 | 36666 | 4.6% |
| 1 | 9439 | 1.2% |
| 0.6 | 8346 | 1.1% |
| 0.7 | 5543 | 0.7% |
| 0.35 | 3342 | 0.4% |
| 0.8 | 2344 | 0.3% |
| 0.3 | 2309 | 0.3% |
| 0.45 | 967 | 0.1% |
| 0.95 | 599 | 0.1% |
| Other values (82) | 3266 | 0.4% |
| (Missing) | 678060 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 0.02 | 47 | |
| 0.03 | 29 | < 0.1% |
| 0.04 | 70 | |
| 0.05 | 22 | < 0.1% |
| 0.06 | 5 | < 0.1% |
| 0.08 | 3 | < 0.1% |
| 0.1 | 3 | < 0.1% |
| 0.11 | 2 | < 0.1% |
| 0.12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 1 | 9439 | |
| 0.99 | 22 | < 0.1% |
| 0.98 | 36 | < 0.1% |
| 0.97 | 11 | < 0.1% |
| 0.96 | 22 | < 0.1% |
| 0.95 | 599 | 0.1% |
| 0.94 | 9 | < 0.1% |
| 0.93 | 12 | < 0.1% |
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 699600 |
| Missing (%) | 88.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.380242785 |
| Minimum | 6.62 |
|---|---|
| Maximum | 7.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 6.62 |
|---|---|
| 5-th percentile | 7.26 |
| Q1 | 7.34 |
| median | 7.39 |
| Q3 | 7.43 |
| 95-th percentile | 7.48 |
| Maximum | 7.93 |
| Range | 1.31 |
| Interquartile range (IQR) | 0.09 |
Descriptive statistics
| Standard deviation | 0.07187695908 |
|---|---|
| Coefficient of variation (CV) | 0.009739104955 |
| Kurtosis | 3.639116816 |
| Mean | 7.380242785 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -0.9050323186 |
| Sum | 668760.7 |
| Variance | 0.005166297247 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.4 | 5830 | 0.7% |
| 7.38 | 5779 | 0.7% |
| 7.39 | 5620 | 0.7% |
| 7.41 | 5406 | 0.7% |
| 7.37 | 5314 | 0.7% |
| 7.42 | 5235 | 0.7% |
| 7.36 | 5168 | 0.7% |
| 7.35 | 4591 | 0.6% |
| 7.43 | 4565 | 0.6% |
| 7.44 | 4176 | 0.5% |
| Other values (89) | 38931 | 4.9% |
| (Missing) | 699600 |
| Value | Count | Frequency (%) |
| 6.62 | 1 | < 0.1% |
| 6.63 | 1 | < 0.1% |
| 6.65 | 1 | < 0.1% |
| 6.78 | 1 | < 0.1% |
| 6.79 | 2 | < 0.1% |
| 6.8 | 1 | < 0.1% |
| 6.81 | 1 | < 0.1% |
| 6.82 | 3 | |
| 6.85 | 3 | |
| 6.86 | 6 |
| Value | Count | Frequency (%) |
| 7.93 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 7.78 | 1 | < 0.1% |
| 7.73 | 1 | < 0.1% |
| 7.72 | 1 | < 0.1% |
| 7.71 | 1 | < 0.1% |
| 7.69 | 2 | < 0.1% |
| 7.68 | 2 | < 0.1% |
| 7.67 | 2 | < 0.1% |
| 7.66 | 6 |
| Distinct | 158 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 720927 |
| Missing (%) | 91.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.1661471 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 36 |
| median | 40 |
| Q3 | 45 |
| 95-th percentile | 57 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 8.996603913 |
|---|---|
| Coefficient of variation (CV) | 0.218543744 |
| Kurtosis | 5.119448816 |
| Mean | 41.1661471 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.46888074 |
| Sum | 2852320 |
| Variance | 80.93888196 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 3998 | 0.5% |
| 38 | 3973 | 0.5% |
| 39 | 3905 | 0.5% |
| 42 | 3858 | 0.5% |
| 37 | 3723 | 0.5% |
| 41 | 3723 | 0.5% |
| 36 | 3534 | 0.4% |
| 43 | 3217 | 0.4% |
| 44 | 3049 | 0.4% |
| 35 | 2980 | 0.4% |
| Other values (148) | 33328 | 4.2% |
| (Missing) | 720927 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 3 | < 0.1% |
| 14 | 5 | < 0.1% |
| 15 | 6 | < 0.1% |
| 16 | 15 | |
| 16.5 | 1 | < 0.1% |
| 17 | 16 | |
| 18 | 26 |
| Value | Count | Frequency (%) |
| 100 | 12 | |
| 99 | 9 | |
| 98 | 6 | < 0.1% |
| 97.5 | 1 | < 0.1% |
| 97 | 11 | |
| 96 | 5 | < 0.1% |
| 95.5 | 1 | < 0.1% |
| 95 | 7 | < 0.1% |
| 94.5 | 1 | < 0.1% |
| 94 | 18 |
| Distinct | 140 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 751055 |
| Missing (%) | 95.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.21545582 |
| Minimum | 24 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 93 |
| median | 97 |
| Q3 | 98 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 76 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 12.22622975 |
|---|---|
| Coefficient of variation (CV) | 0.1340368213 |
| Kurtosis | 2.799561703 |
| Mean | 91.21545582 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.955553505 |
| Sum | 3571997.25 |
| Variance | 149.4806939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 10820 | 1.4% |
| 97 | 6853 | 0.9% |
| 96 | 3870 | 0.5% |
| 99 | 3264 | 0.4% |
| 95 | 2169 | 0.3% |
| 94 | 1430 | 0.2% |
| 93 | 801 | 0.1% |
| 92 | 479 | 0.1% |
| 91 | 329 | < 0.1% |
| 67 | 296 | < 0.1% |
| Other values (130) | 8849 | 1.1% |
| (Missing) | 751055 |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| 28 | 2 | < 0.1% |
| 29 | 3 | |
| 30 | 5 | |
| 31 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 33 | 1 | < 0.1% |
| 33.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 284 | < 0.1% |
| 99.5 | 5 | < 0.1% |
| 99.3 | 1 | < 0.1% |
| 99 | 3264 | 0.4% |
| 98.8 | 1 | < 0.1% |
| 98.5 | 100 | < 0.1% |
| 98 | 10820 | |
| 97.75 | 2 | < 0.1% |
| 97.5 | 124 | < 0.1% |
| 97 | 6853 |
| Distinct | 1523 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 778395 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 356.2075296 |
| Minimum | 3 |
|---|---|
| Maximum | 9890 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 28 |
| median | 57 |
| Q3 | 180 |
| 95-th percentile | 1728.15 |
| Maximum | 9890 |
| Range | 9887 |
| Interquartile range (IQR) | 152 |
Descriptive statistics
| Standard deviation | 1025.654672 |
|---|---|
| Coefficient of variation (CV) | 2.879373923 |
| Kurtosis | 32.52747342 |
| Mean | 356.2075296 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 5.339066647 |
| Sum | 4210373 |
| Variance | 1051967.506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 214 | < 0.1% |
| 19 | 211 | < 0.1% |
| 18 | 211 | < 0.1% |
| 24 | 195 | < 0.1% |
| 21 | 188 | < 0.1% |
| 20 | 184 | < 0.1% |
| 16 | 178 | < 0.1% |
| 23 | 177 | < 0.1% |
| 22 | 176 | < 0.1% |
| 26 | 168 | < 0.1% |
| Other values (1513) | 9918 | 1.3% |
| (Missing) | 778395 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 9 | < 0.1% |
| 8 | 21 | < 0.1% |
| 9 | 30 | |
| 10 | 57 | |
| 11 | 73 |
| Value | Count | Frequency (%) |
| 9890 | 1 | |
| 9840 | 2 | |
| 9730 | 1 | |
| 9640 | 1 | |
| 9507 | 1 | |
| 9495 | 1 | |
| 9490 | 1 | |
| 9456 | 1 | |
| 9430 | 1 | |
| 9248 | 1 |
| Distinct | 214 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 725739 |
| Missing (%) | 91.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.34670885 |
| Minimum | 1 |
|---|---|
| Maximum | 266 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 18 |
| Q3 | 29 |
| 95-th percentile | 66 |
| Maximum | 266 |
| Range | 265 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 20.15443688 |
|---|---|
| Coefficient of variation (CV) | 0.8278094999 |
| Kurtosis | 8.287486768 |
| Mean | 24.34670885 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.455079417 |
| Sum | 1569778.4 |
| Variance | 406.201326 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 3163 | 0.4% |
| 12 | 3063 | 0.4% |
| 13 | 3052 | 0.4% |
| 15 | 3028 | 0.4% |
| 11 | 2905 | 0.4% |
| 16 | 2704 | 0.3% |
| 10 | 2695 | 0.3% |
| 17 | 2595 | 0.3% |
| 9 | 2343 | 0.3% |
| 18 | 2285 | 0.3% |
| Other values (204) | 36643 | 4.6% |
| (Missing) | 725739 |
| Value | Count | Frequency (%) |
| 1 | 22 | < 0.1% |
| 2 | 88 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 3 | 272 | < 0.1% |
| 4 | 443 | 0.1% |
| 5 | 782 | 0.1% |
| 6 | 1151 | |
| 7 | 1582 | |
| 8 | 1966 | |
| 8.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 266 | 1 | < 0.1% |
| 235 | 1 | < 0.1% |
| 234 | 1 | < 0.1% |
| 232 | 1 | < 0.1% |
| 205 | 1 | < 0.1% |
| 201 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| 185 | 1 | < 0.1% |
| 184 | 4 | |
| 181 | 1 | < 0.1% |
| Distinct | 611 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 778683 |
| Missing (%) | 98.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.2033039 |
| Minimum | 7 |
|---|---|
| Maximum | 3833 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 56 |
| median | 78 |
| Q3 | 119 |
| 95-th percentile | 300 |
| Maximum | 3833 |
| Range | 3826 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 147.3628021 |
|---|---|
| Coefficient of variation (CV) | 1.290354982 |
| Kurtosis | 173.8797785 |
| Mean | 114.2033039 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 10.01689255 |
| Sum | 1316992.5 |
| Variance | 21715.79543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 166 | < 0.1% |
| 49 | 163 | < 0.1% |
| 50 | 151 | < 0.1% |
| 52 | 150 | < 0.1% |
| 58 | 150 | < 0.1% |
| 53 | 148 | < 0.1% |
| 54 | 145 | < 0.1% |
| 69 | 143 | < 0.1% |
| 59 | 142 | < 0.1% |
| 47 | 140 | < 0.1% |
| Other values (601) | 10034 | 1.3% |
| (Missing) | 778683 |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 18 | 6 | |
| 19 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3833 | 2 | |
| 3619 | 2 | |
| 2528 | 1 | |
| 2440 | 1 | |
| 2332 | 1 | |
| 2190 | 1 | |
| 2121 | 2 | |
| 2101 | 1 | |
| 1919 | 2 | |
| 1799 | 1 |
| Distinct | 135 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 750897 |
| Missing (%) | 95.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.316976957 |
| Minimum | 1.6 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 7.1 |
| Q1 | 7.8 |
| median | 8.3 |
| Q3 | 8.8 |
| 95-th percentile | 9.5 |
| Maximum | 22 |
| Range | 20.4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8193044817 |
|---|---|
| Coefficient of variation (CV) | 0.09850988958 |
| Kurtosis | 11.94484061 |
| Mean | 8.316976957 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.114800945 |
| Sum | 327006.9 |
| Variance | 0.6712598337 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.4 | 2389 | 0.3% |
| 8.3 | 2365 | 0.3% |
| 8.2 | 2261 | 0.3% |
| 8.5 | 2250 | 0.3% |
| 8.1 | 2249 | 0.3% |
| 8.6 | 2085 | 0.3% |
| 8 | 2055 | 0.3% |
| 7.9 | 1885 | 0.2% |
| 8.7 | 1850 | 0.2% |
| 7.8 | 1697 | 0.2% |
| Other values (125) | 18232 | 2.3% |
| (Missing) | 750897 |
| Value | Count | Frequency (%) |
| 1.6 | 1 | < 0.1% |
| 2.8 | 2 | |
| 3.5 | 1 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.7 | 1 | < 0.1% |
| 3.9 | 1 | < 0.1% |
| 4.2 | 1 | < 0.1% |
| 4.3 | 3 | |
| 4.4 | 2 | |
| 4.5 | 3 |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 21.5 | 1 | |
| 19.6 | 1 | |
| 19.2 | 1 | |
| 18.4 | 1 | |
| 17.5 | 1 | |
| 17 | 1 | |
| 16.6 | 1 | |
| 16.2 | 1 | |
| 15.7 | 1 |
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 724438 |
| Missing (%) | 91.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.7650623 |
| Minimum | 26 |
|---|---|
| Maximum | 145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 96 |
| Q1 | 102 |
| median | 106 |
| Q3 | 109 |
| 95-th percentile | 115 |
| Maximum | 145 |
| Range | 119 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.939929059 |
|---|---|
| Coefficient of variation (CV) | 0.05616154269 |
| Kurtosis | 2.685617615 |
| Mean | 105.7650623 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1311256904 |
| Sum | 6956908.5 |
| Variance | 35.28275723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 106 | 5208 | 0.7% |
| 107 | 5060 | 0.6% |
| 105 | 4928 | 0.6% |
| 108 | 4707 | 0.6% |
| 104 | 4586 | 0.6% |
| 109 | 4358 | 0.6% |
| 103 | 4043 | 0.5% |
| 110 | 3532 | 0.4% |
| 102 | 3438 | 0.4% |
| 111 | 2988 | 0.4% |
| Other values (89) | 22929 | 2.9% |
| (Missing) | 724438 |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 66 | 2 | |
| 67 | 1 | < 0.1% |
| 69 | 1 | < 0.1% |
| 70 | 3 | |
| 73 | 2 | |
| 74 | 4 | |
| 75 | 3 |
| Value | Count | Frequency (%) |
| 145 | 1 | < 0.1% |
| 141 | 1 | < 0.1% |
| 140 | 3 | < 0.1% |
| 139 | 10 | |
| 138 | 6 | |
| 137 | 11 | |
| 136 | 7 | |
| 135 | 10 | |
| 134 | 3 | < 0.1% |
| 133 | 7 |
| Distinct | 178 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 737728 |
| Missing (%) | 93.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.404382037 |
| Minimum | 0.1 |
|---|---|
| Maximum | 46.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 0.9 |
| Q3 | 1.4 |
| 95-th percentile | 4.4 |
| Maximum | 46.6 |
| Range | 46.5 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 1.527545493 |
|---|---|
| Coefficient of variation (CV) | 1.087699395 |
| Kurtosis | 36.55568778 |
| Mean | 1.404382037 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 4.334273262 |
| Sum | 73711.8 |
| Variance | 2.333395232 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 6211 | 0.8% |
| 0.8 | 6021 | 0.8% |
| 0.6 | 5150 | 0.7% |
| 0.9 | 5064 | 0.6% |
| 1 | 3855 | 0.5% |
| 0.5 | 3530 | 0.4% |
| 1.1 | 2935 | 0.4% |
| 1.2 | 2244 | 0.3% |
| 1.3 | 1802 | 0.2% |
| 0.4 | 1524 | 0.2% |
| Other values (168) | 14151 | 1.8% |
| (Missing) | 737728 |
| Value | Count | Frequency (%) |
| 0.1 | 30 | < 0.1% |
| 0.2 | 109 | < 0.1% |
| 0.3 | 438 | 0.1% |
| 0.4 | 1524 | 0.2% |
| 0.5 | 3530 | |
| 0.55 | 2 | < 0.1% |
| 0.6 | 5150 | |
| 0.65 | 1 | < 0.1% |
| 0.7 | 6211 | |
| 0.75 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 46.6 | 1 | |
| 29.1 | 1 | |
| 28 | 1 | |
| 25.1 | 1 | |
| 21.4 | 1 | |
| 19.9 | 1 | |
| 18.8 | 1 | |
| 18.5 | 1 | |
| 17.6 | 1 | |
| 17.3 | 1 |
| Distinct | 139 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 789033 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.114213198 |
| Minimum | 0.1 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.5 |
| median | 1.4 |
| Q3 | 3.7 |
| 95-th percentile | 12 |
| Maximum | 37.5 |
| Range | 37.4 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 4.631446576 |
|---|---|
| Coefficient of variation (CV) | 1.487196374 |
| Kurtosis | 12.20225941 |
| Mean | 3.114213198 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 3.149536649 |
| Sum | 3681 |
| Variance | 21.45029739 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 75 | < 0.1% |
| 0.4 | 68 | < 0.1% |
| 0.3 | 56 | < 0.1% |
| 0.1 | 56 | < 0.1% |
| 0.5 | 55 | < 0.1% |
| 0.7 | 45 | < 0.1% |
| 0.6 | 42 | < 0.1% |
| 0.8 | 41 | < 0.1% |
| 1 | 38 | < 0.1% |
| 0.9 | 34 | < 0.1% |
| Other values (129) | 672 | 0.1% |
| (Missing) | 789033 |
| Value | Count | Frequency (%) |
| 0.1 | 56 | |
| 0.2 | 75 | |
| 0.3 | 56 | |
| 0.4 | 68 | |
| 0.5 | 55 | |
| 0.6 | 42 | |
| 0.7 | 45 | |
| 0.8 | 41 | |
| 0.9 | 34 | |
| 1 | 38 |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 35 | 1 | |
| 30 | 1 | |
| 29.1 | 2 | |
| 28 | 2 | |
| 26.4 | 1 | |
| 25.2 | 1 | |
| 22.8 | 2 | |
| 22.5 | 2 | |
| 22.2 | 1 |
| Distinct | 864 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 693559 |
| Missing (%) | 87.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.6092206 |
| Minimum | 10 |
|---|---|
| Maximum | 988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 79 |
| Q1 | 104 |
| median | 124 |
| Q3 | 150 |
| 95-th percentile | 218 |
| Maximum | 988 |
| Range | 978 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 51.58358027 |
|---|---|
| Coefficient of variation (CV) | 0.3860779969 |
| Kurtosis | 31.10214074 |
| Mean | 133.6092206 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 3.692394293 |
| Sum | 12914132.83 |
| Variance | 2660.865753 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 118 | 1329 | 0.2% |
| 114 | 1216 | 0.2% |
| 108 | 1210 | 0.2% |
| 116 | 1203 | 0.2% |
| 121 | 1199 | 0.2% |
| 119 | 1199 | 0.2% |
| 113 | 1194 | 0.2% |
| 112 | 1188 | 0.2% |
| 111 | 1185 | 0.1% |
| 117 | 1182 | 0.1% |
| Other values (854) | 84551 | 10.7% |
| (Missing) | 693559 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 2 | |
| 21 | 2 | |
| 22 | 1 | < 0.1% |
| 24 | 2 | |
| 25 | 3 |
| Value | Count | Frequency (%) |
| 988 | 1 | |
| 960 | 1 | |
| 952 | 1 | |
| 942 | 1 | |
| 934 | 1 | |
| 929 | 1 | |
| 924 | 1 | |
| 921 | 1 | |
| 914 | 1 | |
| 913 | 1 |
| Distinct | 351 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 763072 |
| Missing (%) | 96.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.469202741 |
| Minimum | 0.2 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.2 |
| median | 1.8 |
| Q3 | 2.8 |
| 95-th percentile | 6.4 |
| Maximum | 31 |
| Range | 30.8 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 2.32900126 |
|---|---|
| Coefficient of variation (CV) | 0.9432199396 |
| Kurtosis | 22.79142022 |
| Mean | 2.469202741 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 3.937763604 |
| Sum | 67021.57 |
| Variance | 5.42424687 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 1412 | 0.2% |
| 1 | 1390 | 0.2% |
| 1.3 | 1356 | 0.2% |
| 1.4 | 1344 | 0.2% |
| 1.1 | 1321 | 0.2% |
| 0.9 | 1195 | 0.2% |
| 1.5 | 1154 | 0.1% |
| 1.6 | 1142 | 0.1% |
| 1.7 | 1048 | 0.1% |
| 1.8 | 973 | 0.1% |
| Other values (341) | 14808 | 1.9% |
| (Missing) | 763072 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.3 | 13 | < 0.1% |
| 0.37 | 1 | < 0.1% |
| 0.4 | 33 | < 0.1% |
| 0.5 | 69 | < 0.1% |
| 0.55 | 2 | < 0.1% |
| 0.6 | 277 | |
| 0.65 | 3 | < 0.1% |
| 0.7 | 534 | |
| 0.73 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31 | 1 | |
| 28.9 | 1 | |
| 28.8 | 1 | |
| 27 | 1 | |
| 26.9 | 2 | |
| 26.7 | 1 | |
| 26.6 | 1 | |
| 26 | 1 | |
| 25.9 | 1 | |
| 25.8 | 1 |
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 728734 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.041003725 |
| Minimum | 0.2 |
|---|---|
| Maximum | 9.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 1.8 |
| median | 2 |
| Q3 | 2.2 |
| 95-th percentile | 2.7 |
| Maximum | 9.7 |
| Range | 9.5 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.3900279372 |
|---|---|
| Coefficient of variation (CV) | 0.1910961418 |
| Kurtosis | 18.673673 |
| Mean | 2.041003725 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 1.8992782 |
| Sum | 125482.95 |
| Variance | 0.1521217918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 7834 | 1.0% |
| 1.9 | 7463 | 0.9% |
| 2.1 | 7304 | 0.9% |
| 1.8 | 6511 | 0.8% |
| 2.2 | 5783 | 0.7% |
| 1.7 | 4746 | 0.6% |
| 2.3 | 4397 | 0.6% |
| 1.6 | 3207 | 0.4% |
| 2.4 | 3154 | 0.4% |
| 2.5 | 2103 | 0.3% |
| Other values (76) | 8979 | 1.1% |
| (Missing) | 728734 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.7 | 6 | < 0.1% |
| 0.8 | 8 | < 0.1% |
| 0.9 | 27 | < 0.1% |
| 1 | 91 | < 0.1% |
| 1.1 | 161 | < 0.1% |
| 1.14 | 1 | < 0.1% |
| 1.2 | 336 | |
| 1.25 | 1 | < 0.1% |
| 1.3 | 602 |
| Value | Count | Frequency (%) |
| 9.7 | 1 | < 0.1% |
| 9.6 | 1 | < 0.1% |
| 8.9 | 2 | < 0.1% |
| 8.3 | 1 | < 0.1% |
| 8.2 | 1 | < 0.1% |
| 7.6 | 1 | < 0.1% |
| 7.5 | 1 | < 0.1% |
| 7.3 | 1 | < 0.1% |
| 6.7 | 1 | < 0.1% |
| 6.5 | 5 |
| Distinct | 162 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 750319 |
| Missing (%) | 95.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.588572789 |
| Minimum | 0.2 |
|---|---|
| Maximum | 18.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 2.7 |
| median | 3.4 |
| Q3 | 4.2 |
| 95-th percentile | 6.2 |
| Maximum | 18.8 |
| Range | 18.6 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.445631953 |
|---|---|
| Coefficient of variation (CV) | 0.4028431463 |
| Kurtosis | 6.270038963 |
| Mean | 3.588572789 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 1.729356705 |
| Sum | 143169.7 |
| Variance | 2.089851744 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.1 | 1555 | 0.2% |
| 3.2 | 1542 | 0.2% |
| 2.9 | 1512 | 0.2% |
| 3.4 | 1476 | 0.2% |
| 3.3 | 1475 | 0.2% |
| 3 | 1452 | 0.2% |
| 2.8 | 1416 | 0.2% |
| 3.5 | 1376 | 0.2% |
| 2.7 | 1376 | 0.2% |
| 3.6 | 1345 | 0.2% |
| Other values (152) | 25371 | 3.2% |
| (Missing) | 750319 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.3 | 5 | < 0.1% |
| 0.4 | 5 | < 0.1% |
| 0.5 | 21 | < 0.1% |
| 0.6 | 17 | < 0.1% |
| 0.7 | 39 | |
| 0.8 | 38 | |
| 0.9 | 40 | |
| 1 | 78 | |
| 1.1 | 94 |
| Value | Count | Frequency (%) |
| 18.8 | 1 | |
| 17.6 | 1 | |
| 16.9 | 1 | |
| 16.5 | 1 | |
| 16.4 | 1 | |
| 15.6 | 1 | |
| 15 | 1 | |
| 14.9 | 2 | |
| 14.7 | 1 | |
| 14.5 | 1 |
| Distinct | 135 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 704379 |
| Missing (%) | 89.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.161507176 |
| Minimum | 1 |
|---|---|
| Maximum | 27.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.3 |
| Q1 | 3.8 |
| median | 4.1 |
| Q3 | 4.5 |
| 95-th percentile | 5.2 |
| Maximum | 27.5 |
| Range | 26.5 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.6327191536 |
|---|---|
| Coefficient of variation (CV) | 0.1520408657 |
| Kurtosis | 26.46700796 |
| Mean | 4.161507176 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 1.753757537 |
| Sum | 357207.13 |
| Variance | 0.4003335273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 6737 | 0.9% |
| 4.1 | 6498 | 0.8% |
| 3.9 | 6358 | 0.8% |
| 4.2 | 6269 | 0.8% |
| 3.8 | 6044 | 0.8% |
| 4.3 | 5619 | 0.7% |
| 3.7 | 5065 | 0.6% |
| 4.4 | 4839 | 0.6% |
| 3.6 | 4278 | 0.5% |
| 4.5 | 4133 | 0.5% |
| Other values (125) | 29996 | 3.8% |
| (Missing) | 704379 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.8 | 4 | < 0.1% |
| 1.9 | 8 | < 0.1% |
| 2 | 4 | < 0.1% |
| 2.1 | 11 | < 0.1% |
| 2.2 | 8 | < 0.1% |
| 2.3 | 19 | |
| 2.4 | 30 |
| Value | Count | Frequency (%) |
| 27.5 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 10 | 4 | |
| 9.9 | 3 | |
| 9.8 | 3 | |
| 9.7 | 3 | |
| 9.5 | 3 | |
| 9.4 | 2 | |
| 9.3 | 1 | < 0.1% |
| 9.2 | 4 |
| Distinct | 341 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 780522 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.694403178 |
| Minimum | 0.1 |
|---|---|
| Maximum | 46.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.5 |
| median | 0.9 |
| Q3 | 2.2 |
| 95-th percentile | 11.6 |
| Maximum | 46.6 |
| Range | 46.5 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 5.242802476 |
|---|---|
| Coefficient of variation (CV) | 1.945812163 |
| Kurtosis | 21.70131202 |
| Mean | 2.694403178 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 4.275764467 |
| Sum | 26116.85 |
| Variance | 27.4869778 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 812 | 0.1% |
| 0.5 | 792 | 0.1% |
| 0.3 | 788 | 0.1% |
| 0.6 | 677 | 0.1% |
| 0.7 | 583 | 0.1% |
| 0.8 | 471 | 0.1% |
| 0.2 | 464 | 0.1% |
| 0.9 | 409 | 0.1% |
| 1 | 323 | < 0.1% |
| 1.1 | 277 | < 0.1% |
| Other values (331) | 4097 | 0.5% |
| (Missing) | 780522 |
| Value | Count | Frequency (%) |
| 0.1 | 99 | < 0.1% |
| 0.2 | 464 | |
| 0.3 | 788 | |
| 0.4 | 812 | |
| 0.45 | 1 | < 0.1% |
| 0.5 | 792 | |
| 0.6 | 677 | |
| 0.7 | 583 | |
| 0.8 | 471 | |
| 0.9 | 409 |
| Value | Count | Frequency (%) |
| 46.6 | 1 | |
| 46.5 | 1 | |
| 45.9 | 1 | |
| 44.9 | 2 | |
| 44.6 | 1 | |
| 44.3 | 1 | |
| 44.1 | 1 | |
| 43.7 | 1 | |
| 43.5 | 1 | |
| 43.2 | 1 |
| Distinct | 289 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 789250 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.288186528 |
| Minimum | 0.3 |
|---|---|
| Maximum | 49.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 1 |
| median | 4.3 |
| Q3 | 12.9 |
| 95-th percentile | 35.98 |
| Maximum | 49.3 |
| Range | 49 |
| Interquartile range (IQR) | 11.9 |
Descriptive statistics
| Standard deviation | 11.4128697 |
|---|---|
| Coefficient of variation (CV) | 1.228751131 |
| Kurtosis | 2.069654048 |
| Mean | 9.288186528 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | 1.648824695 |
| Sum | 8963.1 |
| Variance | 130.2535947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 46 | < 0.1% |
| 0.4 | 39 | < 0.1% |
| 0.5 | 38 | < 0.1% |
| 0.8 | 37 | < 0.1% |
| 0.6 | 27 | < 0.1% |
| 0.7 | 26 | < 0.1% |
| 0.9 | 21 | < 0.1% |
| 1 | 20 | < 0.1% |
| 1.2 | 17 | < 0.1% |
| 1.6 | 14 | < 0.1% |
| Other values (279) | 680 | 0.1% |
| (Missing) | 789250 |
| Value | Count | Frequency (%) |
| 0.3 | 46 | |
| 0.4 | 39 | |
| 0.5 | 38 | |
| 0.6 | 27 | |
| 0.7 | 26 | |
| 0.8 | 37 | |
| 0.9 | 21 | |
| 1 | 20 | |
| 1.1 | 12 | < 0.1% |
| 1.2 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.3 | 1 | |
| 49 | 1 | |
| 48.7 | 1 | |
| 48.5 | 2 | |
| 48 | 2 | |
| 47.5 | 1 | |
| 47.1 | 1 | |
| 46.5 | 1 | |
| 46.1 | 1 | |
| 46 | 1 |
| Distinct | 659 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 697157 |
| Missing (%) | 88.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.67489523 |
| Minimum | 5.5 |
|---|---|
| Maximum | 71.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 5.5 |
|---|---|
| 5-th percentile | 23.5 |
| Q1 | 27.4 |
| median | 30.2 |
| Q3 | 33.5 |
| 95-th percentile | 39.3 |
| Maximum | 71.7 |
| Range | 66.2 |
| Interquartile range (IQR) | 6.1 |
Descriptive statistics
| Standard deviation | 4.874651113 |
|---|---|
| Coefficient of variation (CV) | 0.1589133745 |
| Kurtosis | 1.080934426 |
| Mean | 30.67489523 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.5377661751 |
| Sum | 2854544.4 |
| Variance | 23.76222347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29 | 1469 | 0.2% |
| 32 | 1305 | 0.2% |
| 30 | 1296 | 0.2% |
| 28 | 1291 | 0.2% |
| 31 | 1276 | 0.2% |
| 26 | 1038 | 0.1% |
| 27 | 1014 | 0.1% |
| 33 | 1013 | 0.1% |
| 34 | 857 | 0.1% |
| 29.4 | 827 | 0.1% |
| Other values (649) | 81672 | 10.3% |
| (Missing) | 697157 |
| Value | Count | Frequency (%) |
| 5.5 | 1 | |
| 7 | 1 | |
| 8.8 | 1 | |
| 9.4 | 1 | |
| 9.7 | 1 | |
| 10 | 1 | |
| 10.3 | 2 | |
| 11 | 2 | |
| 11.5 | 1 | |
| 11.7 | 1 |
| Value | Count | Frequency (%) |
| 71.7 | 1 | < 0.1% |
| 69.7 | 1 | < 0.1% |
| 66.4 | 1 | < 0.1% |
| 66.2 | 2 | |
| 64.6 | 2 | |
| 61.8 | 2 | |
| 61.7 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 60.5 | 1 | < 0.1% |
| 60.3 | 4 |
| Distinct | 297 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 720394 |
| Missing (%) | 91.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.58202804 |
| Minimum | 2.2 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 9.4 |
| median | 10.4 |
| Q3 | 11.6 |
| 95-th percentile | 13.7 |
| Maximum | 32 |
| Range | 29.8 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.746026695 |
|---|---|
| Coefficient of variation (CV) | 0.1649992504 |
| Kurtosis | 0.9411009889 |
| Mean | 10.58202804 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 0.4753156 |
| Sum | 738847.78 |
| Variance | 3.048609218 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 1811 | 0.2% |
| 10.2 | 1756 | 0.2% |
| 10.3 | 1753 | 0.2% |
| 10.1 | 1732 | 0.2% |
| 10.5 | 1676 | 0.2% |
| 9.7 | 1670 | 0.2% |
| 9.8 | 1658 | 0.2% |
| 10.6 | 1648 | 0.2% |
| 10.4 | 1638 | 0.2% |
| 9.9 | 1606 | 0.2% |
| Other values (287) | 52873 | 6.7% |
| (Missing) | 720394 |
| Value | Count | Frequency (%) |
| 2.2 | 1 | < 0.1% |
| 3.1 | 1 | < 0.1% |
| 3.2 | 2 | < 0.1% |
| 3.3 | 2 | < 0.1% |
| 3.5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 4.05 | 1 | < 0.1% |
| 4.1 | 5 | |
| 4.2 | 3 | |
| 4.3 | 4 |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 22.1 | 1 | < 0.1% |
| 21.8 | 1 | < 0.1% |
| 20.3 | 5 | |
| 19.6 | 1 | < 0.1% |
| 19.5 | 4 | |
| 19.4 | 1 | < 0.1% |
| 19.3 | 3 | |
| 19.2 | 1 | < 0.1% |
| 19.1 | 2 | < 0.1% |
| Distinct | 1273 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 751909 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.78193651 |
| Minimum | 12.5 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 12.5 |
|---|---|
| 5-th percentile | 23.4 |
| Q1 | 27.7 |
| median | 32.4 |
| Q3 | 42.9 |
| 95-th percentile | 90.875 |
| Maximum | 150 |
| Range | 137.5 |
| Interquartile range (IQR) | 15.2 |
Descriptive statistics
| Standard deviation | 23.96433342 |
|---|---|
| Coefficient of variation (CV) | 0.5876212722 |
| Kurtosis | 8.324182405 |
| Mean | 40.78193651 |
| Median Absolute Deviation (MAD) | 5.9 |
| Skewness | 2.756585551 |
| Sum | 1562192.86 |
| Variance | 574.2892761 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150 | 676 | 0.1% |
| 27.7 | 274 | < 0.1% |
| 29.8 | 257 | < 0.1% |
| 28.5 | 255 | < 0.1% |
| 28.1 | 249 | < 0.1% |
| 28.6 | 246 | < 0.1% |
| 27.6 | 244 | < 0.1% |
| 27.9 | 243 | < 0.1% |
| 28.2 | 237 | < 0.1% |
| 28.8 | 235 | < 0.1% |
| Other values (1263) | 35390 | 4.5% |
| (Missing) | 751909 |
| Value | Count | Frequency (%) |
| 12.5 | 1 | < 0.1% |
| 16.6 | 1 | < 0.1% |
| 16.9 | 1 | < 0.1% |
| 17.1 | 3 | |
| 17.2 | 1 | < 0.1% |
| 17.3 | 1 | < 0.1% |
| 17.4 | 1 | < 0.1% |
| 17.5 | 1 | < 0.1% |
| 17.9 | 2 | |
| 18.1 | 3 |
| Value | Count | Frequency (%) |
| 150 | 676 | |
| 149.9 | 1 | < 0.1% |
| 149.8 | 1 | < 0.1% |
| 149.3 | 1 | < 0.1% |
| 149 | 1 | < 0.1% |
| 148.9 | 1 | < 0.1% |
| 148.8 | 2 | < 0.1% |
| 148.7 | 1 | < 0.1% |
| 148.5 | 1 | < 0.1% |
| 148.4 | 1 | < 0.1% |
| Distinct | 711 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 730867 |
| Missing (%) | 92.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.93660376 |
| Minimum | 0.1 |
|---|---|
| Maximum | 422.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.7 |
| Q1 | 8 |
| median | 10.8 |
| Q3 | 14.3 |
| 95-th percentile | 22.1 |
| Maximum | 422.9 |
| Range | 422.8 |
| Interquartile range (IQR) | 6.3 |
Descriptive statistics
| Standard deviation | 7.56267892 |
|---|---|
| Coefficient of variation (CV) | 0.6335704084 |
| Kurtosis | 491.700431 |
| Mean | 11.93660376 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 13.67031295 |
| Sum | 708413.56 |
| Variance | 57.19411244 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.3 | 566 | 0.1% |
| 9.4 | 566 | 0.1% |
| 9.2 | 561 | 0.1% |
| 10 | 561 | 0.1% |
| 11.2 | 554 | 0.1% |
| 8.9 | 554 | 0.1% |
| 10.2 | 552 | 0.1% |
| 9.8 | 551 | 0.1% |
| 9.3 | 551 | 0.1% |
| 9.7 | 551 | 0.1% |
| Other values (701) | 53781 | 6.8% |
| (Missing) | 730867 |
| Value | Count | Frequency (%) |
| 0.1 | 33 | |
| 0.2 | 26 | |
| 0.3 | 20 | |
| 0.4 | 18 | |
| 0.5 | 17 | |
| 0.6 | 14 | |
| 0.7 | 18 | |
| 0.8 | 5 | < 0.1% |
| 0.9 | 7 | < 0.1% |
| 1 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 422.9 | 1 | |
| 375.4 | 1 | |
| 342 | 1 | |
| 322.5 | 1 | |
| 316 | 1 | |
| 242.6 | 1 | |
| 224.9 | 1 | |
| 223 | 1 | |
| 222.8 | 1 | |
| 206.3 | 1 |
| Distinct | 759 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 784185 |
| Missing (%) | 99.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 292.2516418 |
| Minimum | 34 |
|---|---|
| Maximum | 1760 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 114 |
| Q1 | 184 |
| median | 250 |
| Q3 | 356.75 |
| 95-th percentile | 621 |
| Maximum | 1760 |
| Range | 1726 |
| Interquartile range (IQR) | 172.75 |
Descriptive statistics
| Standard deviation | 158.6320416 |
|---|---|
| Coefficient of variation (CV) | 0.5427926449 |
| Kurtosis | 4.119087026 |
| Mean | 292.2516418 |
| Median Absolute Deviation (MAD) | 78 |
| Skewness | 1.618485195 |
| Sum | 1762277.4 |
| Variance | 25164.12463 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 39 | < 0.1% |
| 214 | 37 | < 0.1% |
| 202 | 36 | < 0.1% |
| 217 | 36 | < 0.1% |
| 185 | 36 | < 0.1% |
| 197 | 33 | < 0.1% |
| 183 | 31 | < 0.1% |
| 206 | 30 | < 0.1% |
| 233 | 30 | < 0.1% |
| 181 | 30 | < 0.1% |
| Other values (749) | 5692 | 0.7% |
| (Missing) | 784185 |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 52 | 1 | < 0.1% |
| 52.5 | 1 | < 0.1% |
| 56 | 2 | < 0.1% |
| 58 | 1 | < 0.1% |
| 59 | 5 | |
| 60 | 2 | < 0.1% |
| 61 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1760 | 1 | |
| 1383 | 1 | |
| 1246 | 2 | |
| 1161 | 1 | |
| 1076 | 2 | |
| 1051 | 2 | |
| 1030 | 2 | |
| 994 | 1 | |
| 979 | 1 | |
| 976 | 1 |
| Distinct | 898 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 738716 |
| Missing (%) | 93.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.6178411 |
| Minimum | 5 |
|---|---|
| Maximum | 1783 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 67.9 |
| Q1 | 127 |
| median | 181 |
| Q3 | 247 |
| 95-th percentile | 395 |
| Maximum | 1783 |
| Range | 1778 |
| Interquartile range (IQR) | 120 |
Descriptive statistics
| Standard deviation | 109.2441461 |
|---|---|
| Coefficient of variation (CV) | 0.547266444 |
| Kurtosis | 9.324125031 |
| Mean | 199.6178411 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 1.969218624 |
| Sum | 10280119.2 |
| Variance | 11934.28345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 271 | < 0.1% |
| 172 | 271 | < 0.1% |
| 156 | 263 | < 0.1% |
| 158 | 263 | < 0.1% |
| 179 | 263 | < 0.1% |
| 195 | 261 | < 0.1% |
| 155 | 260 | < 0.1% |
| 167 | 258 | < 0.1% |
| 187 | 258 | < 0.1% |
| 150 | 255 | < 0.1% |
| Other values (888) | 48876 | 6.2% |
| (Missing) | 738716 |
| Value | Count | Frequency (%) |
| 5 | 7 | |
| 6 | 7 | |
| 7 | 8 | |
| 8 | 6 | |
| 9 | 10 | |
| 10 | 10 | |
| 10.25 | 1 | < 0.1% |
| 11 | 6 | |
| 11.5 | 1 | < 0.1% |
| 12 | 10 |
| Value | Count | Frequency (%) |
| 1783 | 1 | |
| 1667 | 1 | |
| 1592 | 1 | |
| 1421 | 1 | |
| 1343 | 1 | |
| 1339 | 1 | |
| 1274 | 2 | |
| 1262 | 1 | |
| 1253 | 1 | |
| 1201 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 5971 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.01677985 |
| Minimum | 18.11 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 18.11 |
|---|---|
| 5-th percentile | 31.39 |
| Q1 | 52.74 |
| median | 65.25 |
| Q3 | 75.89 |
| 95-th percentile | 85.04 |
| Maximum | 89 |
| Range | 70.89 |
| Interquartile range (IQR) | 23.15 |
Descriptive statistics
| Standard deviation | 16.13363232 |
|---|---|
| Coefficient of variation (CV) | 0.2560212115 |
| Kurtosis | -0.2033869389 |
| Mean | 63.01677985 |
| Median Absolute Deviation (MAD) | 11.44 |
| Skewness | -0.6192934667 |
| Sum | 49796804.69 |
| Variance | 260.2940919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70.66 | 712 | 0.1% |
| 68.17 | 701 | 0.1% |
| 70.65 | 616 | 0.1% |
| 73.94 | 610 | 0.1% |
| 69.58 | 595 | 0.1% |
| 56.34 | 590 | 0.1% |
| 78.19 | 580 | 0.1% |
| 71.37 | 567 | 0.1% |
| 79.9 | 566 | 0.1% |
| 67 | 561 | 0.1% |
| Other values (5961) | 784117 |
| Value | Count | Frequency (%) |
| 18.11 | 93 | |
| 18.13 | 21 | < 0.1% |
| 18.14 | 75 | |
| 18.15 | 18 | < 0.1% |
| 18.18 | 36 | < 0.1% |
| 18.24 | 52 | |
| 18.32 | 19 | < 0.1% |
| 18.34 | 48 | |
| 18.35 | 42 | |
| 18.36 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 89 | 56 | < 0.1% |
| 88.99 | 40 | < 0.1% |
| 88.98 | 49 | < 0.1% |
| 88.97 | 144 | |
| 88.96 | 58 | < 0.1% |
| 88.95 | 144 | |
| 88.94 | 65 | < 0.1% |
| 88.93 | 37 | < 0.1% |
| 88.92 | 205 | |
| 88.9 | 169 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.0 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 790215 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 456524 | |
| 0 | 333691 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 456524 | |
| 0 | 333691 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 456524 | |
| 0 | 333691 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 790215 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 456524 | |
| 0 | 333691 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 790215 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 456524 | |
| 0 | 333691 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 790215 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 456524 | |
| 0 | 333691 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 386165 |
| Missing (%) | 48.9% |
| Memory size | 6.0 MiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1212150 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 204894 | |
| 0.0 | 199156 | |
| (Missing) | 386165 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 204894 | |
| 0.0 | 199156 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 603206 | |
| . | 404050 | |
| 1 | 204894 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 808100 | |
| Other Punctuation | 404050 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 603206 | |
| 1 | 204894 | 25.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 404050 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1212150 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 603206 | |
| . | 404050 | |
| 1 | 204894 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1212150 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 603206 | |
| . | 404050 | |
| 1 | 204894 | 16.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 386165 |
| Missing (%) | 48.9% |
| Memory size | 6.0 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1212150 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 204894 | |
| 1.0 | 199156 | |
| (Missing) | 386165 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 204894 | |
| 1.0 | 199156 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 608944 | |
| . | 404050 | |
| 1 | 199156 | 16.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 808100 | |
| Other Punctuation | 404050 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 608944 | |
| 1 | 199156 | 24.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 404050 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1212150 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 608944 | |
| . | 404050 | |
| 1 | 199156 | 16.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1212150 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 608944 | |
| . | 404050 | |
| 1 | 199156 | 16.4% |
HospAdmTime
Real number (ℝ)
| Distinct | 7152 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -52.02575711 |
| Minimum | -3710.66 |
|---|---|
| Maximum | 23.99 |
| Zeros | 6308 |
| Zeros (%) | 0.8% |
| Negative | 775386 |
| Negative (%) | 98.1% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | -3710.66 |
|---|---|
| 5-th percentile | -257.3 |
| Q1 | -38.09 |
| median | -2.6 |
| Q3 | -0.02 |
| 95-th percentile | -0.01 |
| Maximum | 23.99 |
| Range | 3734.65 |
| Interquartile range (IQR) | 38.07 |
Descriptive statistics
| Standard deviation | 155.8649365 |
|---|---|
| Coefficient of variation (CV) | -2.99591866 |
| Kurtosis | 134.2566449 |
| Mean | -52.02575711 |
| Median Absolute Deviation (MAD) | 2.59 |
| Skewness | -9.032119427 |
| Sum | -41111117.45 |
| Variance | 24293.87844 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02 | 150952 | 19.1% |
| -0.03 | 90240 | 11.4% |
| -0.01 | 44460 | 5.6% |
| -0.04 | 26278 | 3.3% |
| -0.05 | 12180 | 1.5% |
| 0 | 6308 | 0.8% |
| -0.06 | 6004 | 0.8% |
| -0.07 | 3096 | 0.4% |
| -0.08 | 1498 | 0.2% |
| -0.09 | 1215 | 0.2% |
| Other values (7142) | 447976 |
| Value | Count | Frequency (%) |
| -3710.66 | 56 | < 0.1% |
| -3322.9 | 43 | < 0.1% |
| -3269.1 | 21 | < 0.1% |
| -3212.56 | 53 | < 0.1% |
| -3141.55 | 275 | |
| -2668.77 | 13 | < 0.1% |
| -2562.53 | 22 | < 0.1% |
| -2506.69 | 37 | < 0.1% |
| -2476.58 | 16 | < 0.1% |
| -2379.76 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.99 | 50 | |
| 22.04 | 28 | |
| 20.04 | 30 | |
| 17.34 | 45 | |
| 16.02 | 17 | < 0.1% |
| 14.65 | 43 | |
| 14.21 | 27 | |
| 14 | 29 | |
| 11.94 | 26 | |
| 10.99 | 42 |
| Distinct | 336 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.19851812 |
| Minimum | 1 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 11 |
| median | 21 |
| Q3 | 35 |
| 95-th percentile | 62 |
| Maximum | 336 |
| Range | 335 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 28.19094028 |
|---|---|
| Coefficient of variation (CV) | 1.036488097 |
| Kurtosis | 24.46645459 |
| Mean | 27.19851812 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.044086828 |
| Sum | 21492677 |
| Variance | 794.729114 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 20170 | 2.6% |
| 9 | 20142 | 2.5% |
| 10 | 20070 | 2.5% |
| 7 | 20061 | 2.5% |
| 11 | 20001 | 2.5% |
| 12 | 19918 | 2.5% |
| 6 | 19853 | 2.5% |
| 13 | 19824 | 2.5% |
| 14 | 19709 | 2.5% |
| 15 | 19558 | 2.5% |
| Other values (326) | 590909 |
| Value | Count | Frequency (%) |
| 1 | 12839 | |
| 2 | 16227 | |
| 3 | 17905 | |
| 4 | 18908 | |
| 5 | 19484 | |
| 6 | 19853 | |
| 7 | 20061 | |
| 8 | 20170 | |
| 9 | 20142 | |
| 10 | 20070 |
| Value | Count | Frequency (%) |
| 336 | 9 | |
| 335 | 9 | |
| 334 | 9 | |
| 333 | 9 | |
| 332 | 9 | |
| 331 | 9 | |
| 330 | 10 | |
| 329 | 10 | |
| 328 | 11 | |
| 327 | 11 |
SepsisLabel
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.0 MiB |
| 0 | |
|---|---|
| 1 | 17136 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 790215 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 773079 | |
| 1 | 17136 | 2.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 773079 | |
| 1 | 17136 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 773079 | |
| 1 | 17136 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 790215 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 773079 | |
| 1 | 17136 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 790215 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 773079 | |
| 1 | 17136 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 790215 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 773079 | |
| 1 | 17136 | 2.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.0 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 790215 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 685251 | |
| 1 | 104964 | 13.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 685251 | |
| 1 | 104964 | 13.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 685251 | |
| 1 | 104964 | 13.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 790215 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 685251 | |
| 1 | 104964 | 13.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 790215 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 685251 | |
| 1 | 104964 | 13.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 790215 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 685251 | |
| 1 | 104964 | 13.3% |
| Distinct | 228 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.66488994 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 MiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 36 |
| median | 44 |
| Q3 | 53 |
| 95-th percentile | 132 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 40.95410951 |
|---|---|
| Coefficient of variation (CV) | 0.7926874433 |
| Kurtosis | 17.2227095 |
| Mean | 51.66488994 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 3.825733184 |
| Sum | 40826371 |
| Variance | 1677.239086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 25935 | 3.3% |
| 41 | 25912 | 3.3% |
| 43 | 25800 | 3.3% |
| 46 | 25760 | 3.3% |
| 44 | 25520 | 3.2% |
| 40 | 25360 | 3.2% |
| 36 | 25200 | 3.2% |
| 42 | 25074 | 3.2% |
| 45 | 25065 | 3.2% |
| 38 | 24928 | 3.2% |
| Other values (218) | 535661 |
| Value | Count | Frequency (%) |
| 8 | 992 | 0.1% |
| 9 | 1098 | 0.1% |
| 10 | 950 | 0.1% |
| 11 | 1254 | 0.2% |
| 12 | 1452 | 0.2% |
| 13 | 1885 | 0.2% |
| 14 | 2716 | |
| 15 | 3465 | |
| 16 | 4384 | |
| 17 | 5916 |
| Value | Count | Frequency (%) |
| 336 | 1680 | |
| 335 | 335 | < 0.1% |
| 334 | 334 | < 0.1% |
| 330 | 330 | < 0.1% |
| 328 | 328 | < 0.1% |
| 305 | 610 | 0.1% |
| 297 | 297 | < 0.1% |
| 286 | 286 | < 0.1% |
| 279 | 279 | < 0.1% |
| 277 | 277 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | level_1 | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 1 | 0 | 0 | 54 |
| 1 | 1 | 1 | 97.0 | 95.0 | NaN | 98.0 | 75.33 | NaN | 19.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 2 | 0 | 0 | 54 |
| 2 | 1 | 2 | 89.0 | 99.0 | NaN | 122.0 | 86.00 | NaN | 22.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 3 | 0 | 0 | 54 |
| 3 | 1 | 3 | 90.0 | 95.0 | NaN | NaN | NaN | NaN | 30.0 | NaN | 24.0 | NaN | NaN | 7.36 | 100.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 4 | 0 | 0 | 54 |
| 4 | 1 | 4 | 103.0 | 88.5 | NaN | 122.0 | 91.33 | NaN | 24.5 | NaN | NaN | NaN | 0.28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 5 | 0 | 0 | 54 |
| 5 | 1 | 5 | 110.0 | 91.0 | NaN | NaN | NaN | NaN | 22.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 6 | 0 | 0 | 54 |
| 6 | 1 | 6 | 108.0 | 92.0 | 36.11 | 123.0 | 77.00 | NaN | 29.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 7 | 0 | 0 | 54 |
| 7 | 1 | 7 | 106.0 | 90.5 | NaN | 93.0 | 76.33 | NaN | 29.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 8 | 0 | 0 | 54 |
| 8 | 1 | 8 | 104.0 | 95.0 | NaN | 133.0 | 88.33 | NaN | 26.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 9 | 0 | 0 | 54 |
| 9 | 1 | 9 | 102.0 | 91.0 | NaN | 134.0 | 87.33 | NaN | 30.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.14 | 0 | NaN | NaN | -0.03 | 10 | 0 | 0 | 54 |
Last rows
| PatientID | level_1 | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 790205 | 20643 | 23 | 86.0 | 88.0 | NaN | 132.0 | 79.0 | 61.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 26 | 0 | 1 | 33 |
| 790206 | 20643 | 24 | 131.0 | 98.0 | NaN | 142.0 | 83.0 | 65.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 27 | 1 | 1 | 33 |
| 790207 | 20643 | 25 | 118.0 | 98.0 | 38.11 | 124.0 | 81.0 | 63.0 | 16.0 | NaN | NaN | NaN | 0.4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 28 | 1 | 1 | 33 |
| 790208 | 20643 | 26 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 29 | 1 | 1 | 33 |
| 790209 | 20643 | 27 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 30 | 1 | 1 | 33 |
| 790210 | 20643 | 28 | 88.0 | 98.0 | NaN | 135.0 | 81.0 | 64.0 | 16.0 | NaN | NaN | NaN | 0.5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 31 | 1 | 1 | 33 |
| 790211 | 20643 | 29 | 96.0 | 98.0 | 38.72 | 174.0 | 97.0 | 72.0 | 16.0 | NaN | 2.0 | NaN | NaN | 7.48 | 34.0 | 97.0 | 90.0 | 26.0 | 107.0 | NaN | NaN | 2.5 | NaN | NaN | NaN | 2.2 | 3.5 | 3.9 | 0.9 | NaN | 27.8 | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 32 | 1 | 1 | 33 |
| 790212 | 20643 | 30 | 140.0 | 97.0 | NaN | 133.0 | 81.5 | 62.5 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 33 | 1 | 1 | 33 |
| 790213 | 20643 | 31 | 120.0 | 96.0 | NaN | 154.0 | 118.0 | 105.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 34 | 1 | 1 | 33 |
| 790214 | 20643 | 32 | 115.0 | 95.0 | NaN | 150.0 | 117.0 | 104.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | 98.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62.29 | 1 | NaN | NaN | -0.03 | 35 | 1 | 1 | 33 |